| 2026 | AAAI | SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling. | Yang Xiao, Chunpu Xu, Ruifeng Yuan, Jessie Wang, Wenjie Li, Pengfei Liu |
| 2026 | ACL | Foresight Optimization for Strategic Reasoning in Large Language Models. | Jessie Wang, Jiawen Duan, Jian Wang, Kaitao Song, Chunpu Xu, Johnny K. W. Ho, Fenggang Yu, Johan F. Hoorn, Wenjie Li |
| 2025 | ACL | Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA. | Chi-Min Chan, Chunpu Xu, Junqi Zhu, Jiaming Ji, Donghai Hong, Pengcheng Wen, Chunyang Jiang, Zhen Ye, Yaodong Yang, Wei Xue, Sirui Han, Yike Guo |
| 2025 | ACL | Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States. | Yang Xiao, Jiashuo Wang, Qiancheng Xu, Changhe Song, Chunpu Xu, Yi Cheng, Wenjie Li, Pengfei Liu |
| 2025 | EMNLP | MIO: A Foundation Model on Multimodal Tokens. | Zekun Moore Wang, King Zhu, Chunpu Xu, Wangchunshu Zhou, Jiaheng Liu, Yibo Zhang, Jessie Jiashuo Wang, Ning Shi, Siyu Li, Yizhi Li, Haoran Que, Zhaoxiang Zhang, Yuanxing Zhang, Ge Zhang, Ke Xu, Jie Fu, Wenhao Huang |
| 2024 | ACL | Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback. | Jiashuo Wang, Chunpu Xu, Chak Tou Leong, Wenjie Li, Jing Li |
| 2024 | ACL | RePALM: Popular Quote Tweet Generation via Auto-Response Augmentation. | Erxin Yu, Jing Li, Chunpu Xu |
| 2024 | COLING | PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction. | Erxin Yu, Jing Li, Chunpu Xu |
| 2023 | ACL | Topic-Guided Self-Introduction Generation for Social Media Users. | Chunpu Xu, Jing Li, Piji Li, Min Yang |
| 2022 | EMNLP | Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification. | Chunpu Xu, Jing Li |
| 2022 | EMNLP | Understanding Social Media Cross-Modality Discourse in Linguistic Space. | Chunpu Xu, Hanzhuo Tan, Jing Li, Piji Li |
| 2021 | AAAI | Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning. | Chunpu Xu, Min Yang, Chengming Li, Ying Shen, Xiang Ao, Ruifeng Xu |
| 2021 | EMNLP | #HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention. | Yuji Zhang, Yubo Zhang, Chunpu Xu, Jing Li, Ziyan Jiang, Baolin Peng |
| 2020 | AAAI | Interactive Dual Generative Adversarial Networks for Image Captioning. | Junhao Liu, Kai Wang, Chunpu Xu, Zhou Zhao, Ruifeng Xu, Ying Shen, Min Yang |
| 2020 | COLING | Interactive Key-Value Memory-augmented Attention for Image Paragraph Captioning. | Chunpu Xu, Yu Li, Chengming Li, Xiang Ao, Min Yang, Jinwen Tian |
| 2019 | CIKM | A Unified Generation-Retrieval Framework for Image Captioning. | Chunpu Xu, Wei Zhao, Min Yang, Xiang Ao, Wangrong Cheng, Jinwen Tian |